Reinforcement Learning From Scratch

Reinforcement Learning From Scratch

Understanding Current Approaches - with Examples in Java and Greenfoot

Lorenz, Uwe

Springer International Publishing AG

10/2022

184

Dura

Inglês

9783031090295

15 a 20 dias

471

Descrição não disponível.
1 Reinforcement learning as subfield of machine learning.- 2 Basic concepts of reinforcement learning.- 3 Optimal decision-making in a known environment.- 4 decision making and learning in an unknown environment.- 5 Artificial Neural Networks as estimators for state values and the action selection.- 6 Guiding ideas in Artificial Intelligence over time.
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Machine Learning;Artificial Intelligence;Reinforcement Learning;SARSA;Q-Learning;Policy Gadient;Actor-Critic;Java-Hamster;Greenfoot;Deep Reinforcement Learning